Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: portfolio
Dimension 21
Function evaluation limit: 550
Name | Rating | Games | Active |
---|
bobyqa_default | 2631.0 | 434 | yes |
bobyqa_noise | 2598.0 | 462 | yes |
nevergrad_oneplus | 2167.0 | 55 | no |
dlib | 2114.0 | 475 | yes |
scipy_slsqp | 2094.0 | 412 | yes |
dlib_default | 2050.0 | 479 | yes |
nevergrad_ngopt4 | 2005.0 | 48 | no |
nevergrad_ngopt8 | 1998.0 | 48 | no |
nevergrad_ngopt | 1994.0 | 51 | no |
ultraopt_etpe | 1975.0 | 139 | no |
pymoo_pattern | 1931.0 | 22 | no |
nlopt_directr | 1924.0 | 25 | no |
freelunch_sa_21 | 1799.0 | 11 | no |
pymoo_nsga3 | 1791.0 | 27 | no |
freelunch_sade_21 | 1786.0 | 9 | no |
nlopt_esch | 1770.0 | 19 | no |
scipy_powell | 1719.0 | 389 | yes |
freelunch_de_8 | 1713.0 | 13 | no |
platypus_omopso | 1710.0 | 27 | no |
nlopt_direct | 1688.0 | 27 | no |
freelunch_sa_3 | 1687.0 | 7 | no |
platypus_epsmoea | 1652.0 | 30 | no |
freelunch_pso_21 | 1651.0 | 8 | no |
freelunch_sade_8 | 1644.0 | 12 | no |
freelunch_sa_8 | 1638.0 | 8 | no |
platypus_evolutionary | 1613.0 | 22 | no |
platypus_moead | 1612.0 | 27 | no |
freelunch_pso_3 | 1605.0 | 4 | no |
optuna_random_clone_1 | 1600 | 61 | no |
optuna_random_clone | 1600 | 51 | no |
optuna_random_clone_2 | 1600 | 48 | no |
optuna_random | 1600 | 45 | no |
shgo_slsqp_sobol | 1600 | 0 | yes |
shgo_powell_sobol | 1600 | 0 | yes |
shgo_nelder_sobol | 1600 | 0 | yes |
skopt_gp_default | 1600 | 0 | yes |
scipy_nelder | 1600 | 0 | no |
pysot_ei | 1600 | 0 | no |
pysot_lcb | 1600 | 0 | no |
pysot_random | 1600 | 0 | no |
pysot_srbf | 1600 | 0 | no |
pysot_dycors | 1600 | 0 | no |
ax_default | 1600 | 0 | no |
optuna_cmaes | 1600 | 0 | no |
platypus_cmaes | 1600 | 0 | no |
pymoo_unsga3 | 1600 | 0 | no |
ultraopt_gbrt | 1600 | 0 | no |
bayesopt_ucb | 1600 | 0 | no |
bayesopt_ei | 1600 | 0 | no |
bayesopt_poi | 1600 | 0 | no |
nlopt_ags | 1600 | 0 | no |
hebo_sequential | 1600 | 0 | no |
hebo_batch | 1600 | 0 | no |
freelunch_krillherd_3 | 1600 | 0 | no |
freelunch_krillherd_8 | 1600 | 0 | no |
platypus_genetic | 1600.0 | 29 | no |
optuna_tpe | 1595.0 | 52 | no |
freelunch_de_21 | 1594.0 | 6 | no |
scipy_lbfgsb | 1592.0 | 174 | yes |
platypus_nsgaii | 1565.0 | 24 | no |
pymoo_nelder | 1561.0 | 16 | no |
nevergrad_hammersley | 1552.0 | 52 | no |
platypus_smpso | 1545.0 | 19 | no |
platypus_ibea | 1537.0 | 26 | no |
nlopt_crs2lm | 1530.0 | 18 | no |
nevergrad_de | 1530.0 | 50 | no |
ultraopt_forest | 1524.0 | 116 | no |
freelunch_pso_8 | 1513.0 | 10 | no |
nlopt_directl | 1495.0 | 20 | no |
nevergrad_portfolio | 1481.0 | 48 | no |
nlopt_isres | 1466.0 | 21 | no |
freelunch_sade_3 | 1456.0 | 6 | no |
pymoo_nsga2 | 1367.0 | 14 | no |
platypus_spea2 | 1361.0 | 21 | no |
freelunch_de_3 | 1339.0 | 17 | no |
platypus_gde3 | 1219.0 | 26 | no |
nlopt_directo | 1147.0 | 35 | no |
hyperopt_atpe | 1105.0 | 496 | yes |
hyperopt_tpe | 956.0 | 457 | yes |
hyperopt_rand | 941.0 | 466 | yes |
ultraopt_random | 834.0 | 138 | no |